Get Adaptive inverse control: a signal processing approach PDF

By Bernard Widrow

ISBN-10: 0470226099

ISBN-13: 9780470226094

Now that includes a revised preface that emphasizes the insurance of either regulate platforms and sign processing, this reissued variation of Adaptive Inverse regulate takes a singular procedure that isn't to be had in the other book.Written by means of pioneers within the box, Adaptive Inverse keep watch over offers tools of adaptive sign processing which are borrowed from the sector of electronic sign processing to resolve difficulties in dynamic platforms regulate. This special approach permits engineers in either fields to proportion instruments and strategies. essentially and intuitively written, Adaptive Inverse regulate illuminates idea with an emphasis on sensible functions and common-sense figuring out. It covers: the adaptive inverse keep watch over notion; Weiner filters; adaptive LMS filters; adaptive modeling; inverse plant modeling; adaptive inverse regulate; different configurations for adaptive inverse regulate; plant disturbance canceling; approach integration; Multiple-Input Multiple-Output (MIMO) adaptive inverse keep watch over platforms; nonlinear adaptive inverse regulate platforms; and more.Complete with a thesaurus, an index, and bankruptcy summaries that consolidate the data provided, Adaptive Inverse regulate is acceptable as a textbook for complex undergraduate- and graduate-level classes on adaptive keep watch over and likewise serves as a invaluable source for practitioners within the fields of regulate platforms and sign processing.

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Vol. 44 (April 1965), pp. 547-588. [22] R. W. LUCKY,“Techniques for adaptive equalization of digital communication systems,’’ Bell Syst. , Vol. 45 (February 1966), pp. 255-286. [23] A. GERSHO,“Adaptive equalization of highly dispersive channels for data transmission,” Bell Syst. , Vol. 48 (January 1969), pp. 55-70. M. SONDHI, “An adaptive echo canceller,” Bell Syst. , Vol. 46 (March 1967), pp. 497-5 11. G. PROAKIS, Digital communications (New York: McGraw-Hill, 1983). W. LUCKY,J. J. , Principles ofdata communication (New York: McGraw-Hill, 1968).

This is a gradient algorithm based on the method of steepest descent. The use of this algorithm to adjust the weights to minimize mean square error is described in the context of several practical applications. An important application is that of plant identification, necessary for adaptive control. Wiener theory is used to describe asymptotic adaptive behavior. The speed of convergence and the effects of gradient noise (caused by obtaining gradients with finite amounts of input-signal data) are analyzed.

11) by making N large, but finite. Given a digital filter like that of Fig. 1 or Fig. 2, the crosscorrelation function between the input f k and the output gk is defined as A @ f g ( m )= E[fk ' gk+ml = @gf(-m). 14) =hm *@ff(m). Therefore, the crosscorrelation between input and output of a linear digital filter is the convolution of the input autocomelation function with the impulse response. The same result is obtained for causal or noncausal filters. 44 Wiener Filters Chap. 14), we have @f&) = H ( z ) .

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Adaptive inverse control: a signal processing approach by Bernard Widrow


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